Files
Claude-Code-Workflow/.claude/commands/ccw.md
catlog22 8938c47f88 feat: add experimental support for AST parsing and static graph indexing
- Introduced CLI options for using AST grep parsers and enabling static graph relationships during indexing.
- Updated configuration management to load new settings for AST parsing and static graph types.
- Enhanced AST grep processor to handle imports with aliases and improve relationship tracking.
- Modified TreeSitter parsers to support synthetic module scopes for better static graph persistence.
- Implemented global relationship updates in the incremental indexer for static graph expansion.
- Added new ArtifactTag and FloatingFileBrowser components to the frontend for improved terminal dashboard functionality.
- Created utility functions for detecting CCW artifacts in terminal output with associated tests.
2026-02-15 23:12:06 +08:00

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name, description, argument-hint, allowed-tools
name description argument-hint allowed-tools
ccw Main workflow orchestrator - analyze intent, select workflow, execute command chain in main process "task description" Skill(*), TodoWrite(*), AskUserQuestion(*), Read(*), Grep(*), Glob(*)

CCW Command - Main Workflow Orchestrator

Main process orchestrator: intent analysis → workflow selection → command chain execution.

Skill 映射

命令链中的 workflow 操作通过 Skill() 调用。每个 Skill 是自包含的执行单元,内部处理完整流水线。

Skill 内部流水线
workflow-lite-plan explore → plan → confirm → execute
workflow-plan session → context → convention → gen → verify/replan
workflow-execute session discovery → task processing → commit
workflow-tdd 6-phase TDD plan → verify
workflow-test-fix session → context → analysis → gen → cycle
workflow-multi-cli-plan ACE context → CLI discussion → plan → execute
review-cycle session/module review → fix orchestration
brainstorm auto/single-role → artifacts → analysis → synthesis

独立命令(仍使用 colon 格式workflow:brainstorm-with-file, workflow:debug-with-file, workflow:analyze-with-file, workflow:ui-design:, issue:, workflow:session:*

Core Concept: Self-Contained Skills (自包含 Skill)

Definition: 每个 Skill 内部处理完整流水线,是天然的最小执行单元。单次 Skill 调用即完成一个有意义的工作里程碑。

Why This Matters:

  • Prevents Incomplete States: 每个 Skill 内部保证端到端完整性
  • User Experience: User gets complete results, not intermediate artifacts requiring manual follow-up
  • Simplified Orchestration: 命令链只需组合独立 Skill无需关注内部步骤

Key Units in CCW:

单元类型 Skill 说明
轻量 Plan+Execute workflow-lite-plan 内部完成 plan→execute
标准 Planning workflow-planworkflow-execute plan 和 execute 是独立 Skill
TDD Planning workflow-tddworkflow-execute tdd-plan 和 execute 是独立 Skill
测试流水线 workflow-test-fix 内部完成 gen→cycle
代码审查 review-cycle 内部完成 review→fix

Execution Model

Synchronous (Main Process): Commands execute via Skill in main process, blocking until complete.

User Input → Analyze Intent → Select Workflow → [Confirm] → Execute Chain
                                                              ↓
                                                    Skill (blocking)
                                                              ↓
                                                    Update TodoWrite
                                                              ↓
                                                    Next Command...

vs ccw-coordinator: External CLI execution with background tasks and hook callbacks.

5-Phase Workflow

Phase 1: Analyze Intent

function analyzeIntent(input) {
  return {
    goal: extractGoal(input),
    scope: extractScope(input),
    constraints: extractConstraints(input),
    task_type: detectTaskType(input),       // bugfix|feature|tdd|review|exploration|...
    complexity: assessComplexity(input),    // low|medium|high
    clarity_score: calculateClarity(input)  // 0-3 (>=2 = clear)
  };
}

// Task type detection (priority order)
function detectTaskType(text) {
  const patterns = {
    'bugfix-hotfix': /urgent|production|critical/ && /fix|bug/,
    // With-File workflows (documented exploration with multi-CLI collaboration)
    'brainstorm': /brainstorm|ideation|头脑风暴|创意|发散思维|creative thinking|multi-perspective.*think|compare perspectives|探索.*可能/,
    'brainstorm-to-issue': /brainstorm.*issue|头脑风暴.*issue|idea.*issue|想法.*issue|从.*头脑风暴|convert.*brainstorm/,
    'debug-file': /debug.*document|hypothesis.*debug|troubleshoot.*track|investigate.*log|调试.*记录|假设.*验证|systematic debug|深度调试/,
    'analyze-file': /analyze.*document|explore.*concept|understand.*architecture|investigate.*discuss|collaborative analysis|分析.*讨论|深度.*理解|协作.*分析/,
    // Standard workflows
    'bugfix': /fix|bug|error|crash|fail|debug/,
    'issue-batch': /issues?|batch/ && /fix|resolve/,
    'issue-transition': /issue workflow|structured workflow|queue|multi-stage/,
    'exploration': /uncertain|explore|research|what if/,
    'quick-task': /quick|simple|small/ && /feature|function/,
    'ui-design': /ui|design|component|style/,
    'tdd': /tdd|test-driven|test first/,
    'test-fix': /test fail|fix test|failing test/,
    'review': /review|code review/,
    'documentation': /docs|documentation|readme/
  };
  for (const [type, pattern] of Object.entries(patterns)) {
    if (pattern.test(text)) return type;
  }
  return 'feature';
}

Output: Type: [task_type] | Goal: [goal] | Complexity: [complexity] | Clarity: [clarity_score]/3


Phase 1.5: Requirement Clarification (if clarity_score < 2)

async function clarifyRequirements(analysis) {
  if (analysis.clarity_score >= 2) return analysis;

  const questions = generateClarificationQuestions(analysis);  // Goal, Scope, Constraints
  const answers = await AskUserQuestion({ questions });
  return updateAnalysis(analysis, answers);
}

Questions: Goal (Create/Fix/Optimize/Analyze), Scope (Single file/Module/Cross-module/System), Constraints (Backward compat/Skip tests/Urgent hotfix)


Phase 2: Select Workflow & Build Command Chain

function selectWorkflow(analysis) {
  const levelMap = {
    'bugfix-hotfix':     { level: 2, flow: 'bugfix.hotfix' },
    // With-File workflows (documented exploration with multi-CLI collaboration)
    'brainstorm':        { level: 4, flow: 'brainstorm-with-file' },   // Multi-perspective ideation
    'brainstorm-to-issue': { level: 4, flow: 'brainstorm-to-issue' }, // Brainstorm → Issue workflow
    'debug-file':        { level: 3, flow: 'debug-with-file' },         // Hypothesis-driven debugging
    'analyze-file':      { level: 3, flow: 'analyze-with-file' },       // Collaborative analysis
    // Standard workflows
    'bugfix':            { level: 2, flow: 'bugfix.standard' },
    'issue-batch':       { level: 'Issue', flow: 'issue' },
    'issue-transition':  { level: 2.5, flow: 'rapid-to-issue' },  // Bridge workflow
    'exploration':       { level: 4, flow: 'full' },
    'quick-task':        { level: 2, flow: 'rapid' },
    'ui-design':         { level: analysis.complexity === 'high' ? 4 : 3, flow: 'ui' },
    'tdd':               { level: 3, flow: 'tdd' },
    'test-fix':          { level: 3, flow: 'test-fix-gen' },
    'review':            { level: 3, flow: 'review-cycle-fix' },
    'documentation':     { level: 2, flow: 'docs' },
    'feature':           { level: analysis.complexity === 'high' ? 3 : 2, flow: analysis.complexity === 'high' ? 'coupled' : 'rapid' }
  };

  const selected = levelMap[analysis.task_type] || levelMap['feature'];
  return buildCommandChain(selected, analysis);
}

// Build command chain (Skill-based composition)
function buildCommandChain(workflow, analysis) {
  const chains = {
    // Level 2 - Lightweight
    'rapid': [
      { cmd: 'workflow-lite-plan', args: `"${analysis.goal}"` },
      ...(analysis.constraints?.includes('skip-tests') ? [] : [
        { cmd: 'workflow-test-fix', args: '' }
      ])
    ],

    // Level 2 Bridge - Lightweight to Issue Workflow
    'rapid-to-issue': [
      { cmd: 'workflow-lite-plan', args: `"${analysis.goal}" --plan-only` },
      { cmd: 'issue:convert-to-plan', args: '--latest-lite-plan -y' },
      { cmd: 'issue:queue', args: '' },
      { cmd: 'issue:execute', args: '--queue auto' }
    ],

    'bugfix.standard': [
      { cmd: 'workflow-lite-plan', args: `--bugfix "${analysis.goal}"` },
      ...(analysis.constraints?.includes('skip-tests') ? [] : [
        { cmd: 'workflow-test-fix', args: '' }
      ])
    ],

    'bugfix.hotfix': [
      { cmd: 'workflow-lite-plan', args: `--hotfix "${analysis.goal}"` }
    ],

    'multi-cli-plan': [
      { cmd: 'workflow-multi-cli-plan', args: `"${analysis.goal}"` },
      ...(analysis.constraints?.includes('skip-tests') ? [] : [
        { cmd: 'workflow-test-fix', args: '' }
      ])
    ],

    'docs': [
      { cmd: 'workflow-lite-plan', args: `"${analysis.goal}"` }
    ],

    // With-File workflows (documented exploration with multi-CLI collaboration)
    'brainstorm-with-file': [
      { cmd: 'workflow:brainstorm-with-file', args: `"${analysis.goal}"` }
      // Note: Has built-in post-completion options (create plan, create issue, deep analysis)
    ],

    // Brainstorm-to-Issue workflow (bridge from brainstorm to issue execution)
    'brainstorm-to-issue': [
      // Note: Assumes brainstorm session already exists, or run brainstorm first
      { cmd: 'issue:from-brainstorm', args: `SESSION="${extractBrainstormSession(analysis)}" --auto` },
      { cmd: 'issue:queue', args: '' },
      { cmd: 'issue:execute', args: '--queue auto' }
    ],

    'debug-with-file': [
      { cmd: 'workflow:debug-with-file', args: `"${analysis.goal}"` }
      // Note: Self-contained with hypothesis-driven iteration and Gemini validation
    ],

    'analyze-with-file': [
      { cmd: 'workflow:analyze-with-file', args: `"${analysis.goal}"` }
      // Note: Self-contained with multi-round discussion and CLI exploration
    ],

    // Level 3 - Standard
    'coupled': [
      { cmd: 'workflow-plan', args: `"${analysis.goal}"` },
      { cmd: 'workflow-execute', args: '' },
      { cmd: 'review-cycle', args: '' },
      ...(analysis.constraints?.includes('skip-tests') ? [] : [
        { cmd: 'workflow-test-fix', args: '' }
      ])
    ],

    'tdd': [
      { cmd: 'workflow-tdd', args: `"${analysis.goal}"` },
      { cmd: 'workflow-execute', args: '' }
    ],

    'test-fix-gen': [
      { cmd: 'workflow-test-fix', args: `"${analysis.goal}"` }
    ],

    'review-cycle-fix': [
      { cmd: 'review-cycle', args: '' },
      ...(analysis.constraints?.includes('skip-tests') ? [] : [
        { cmd: 'workflow-test-fix', args: '' }
      ])
    ],

    'ui': [
      { cmd: 'workflow:ui-design:explore-auto', args: `"${analysis.goal}"` },
      { cmd: 'workflow-plan', args: '' },
      { cmd: 'workflow-execute', args: '' }
    ],

    // Level 4 - Full
    'full': [
      { cmd: 'brainstorm', args: `"${analysis.goal}"` },
      { cmd: 'workflow-plan', args: '' },
      { cmd: 'workflow-execute', args: '' },
      ...(analysis.constraints?.includes('skip-tests') ? [] : [
        { cmd: 'workflow-test-fix', args: '' }
      ])
    ],

    // Issue Workflow
    'issue': [
      { cmd: 'issue:discover', args: '' },
      { cmd: 'issue:plan', args: '--all-pending' },
      { cmd: 'issue:queue', args: '' },
      { cmd: 'issue:execute', args: '' }
    ]
  };

  return chains[workflow.flow] || chains['rapid'];
}

Output: Level [X] - [flow] | Pipeline: [...] | Commands: [1. cmd1 2. cmd2 ...]


Phase 3: User Confirmation

async function getUserConfirmation(chain) {
  const response = await AskUserQuestion({
    questions: [{
      question: "Execute this command chain?",
      header: "Confirm",
      options: [
        { label: "Confirm", description: "Start" },
        { label: "Adjust", description: "Modify" },
        { label: "Cancel", description: "Abort" }
      ]
    }]
  });

  if (response.error === "Cancel") throw new Error("Cancelled");
  if (response.error === "Adjust") return await adjustChain(chain);
  return chain;
}

Phase 4: Setup TODO Tracking & Status File

function setupTodoTracking(chain, workflow, analysis) {
  const sessionId = `ccw-${Date.now()}`;
  const stateDir = `.workflow/.ccw/${sessionId}`;
  Bash(`mkdir -p "${stateDir}"`);

  const todos = chain.map((step, i) => ({
    content: `CCW:${workflow}: [${i + 1}/${chain.length}] ${step.cmd}`,
    status: i === 0 ? 'in_progress' : 'pending',
    activeForm: `Executing ${step.cmd}`
  }));
  TodoWrite({ todos });

  // Initialize status.json for hook tracking
  const state = {
    session_id: sessionId,
    workflow: workflow,
    status: 'running',
    created_at: new Date().toISOString(),
    updated_at: new Date().toISOString(),
    analysis: analysis,
    command_chain: chain.map((step, idx) => ({
      index: idx,
      command: step.cmd,
      status: idx === 0 ? 'running' : 'pending'
    })),
    current_index: 0
  };

  Write(`${stateDir}/status.json`, JSON.stringify(state, null, 2));

  return { sessionId, stateDir, state };
}

Output:

  • TODO: -> CCW:rapid: [1/2] workflow-lite-plan | CCW:rapid: [2/2] workflow-test-fix | ...
  • Status File: .workflow/.ccw/{session_id}/status.json

Phase 5: Execute Command Chain

async function executeCommandChain(chain, workflow, trackingState) {
  let previousResult = null;
  const { sessionId, stateDir, state } = trackingState;

  for (let i = 0; i < chain.length; i++) {
    try {
      // Update status: mark current as running
      state.command_chain[i].status = 'running';
      state.current_index = i;
      state.updated_at = new Date().toISOString();
      Write(`${stateDir}/status.json`, JSON.stringify(state, null, 2));

      const assembled = assembleCommand(chain[i], previousResult);
      const result = await Skill(assembled);

      previousResult = { ...result, success: true };

      // Update status: mark current as completed, next as running
      state.command_chain[i].status = 'completed';
      if (i + 1 < chain.length) {
        state.command_chain[i + 1].status = 'running';
      }
      state.updated_at = new Date().toISOString();
      Write(`${stateDir}/status.json`, JSON.stringify(state, null, 2));

      updateTodoStatus(i, chain.length, workflow, 'completed');

    } catch (error) {
      // Update status on error
      state.command_chain[i].status = 'failed';
      state.status = 'error';
      state.updated_at = new Date().toISOString();
      Write(`${stateDir}/status.json`, JSON.stringify(state, null, 2));

      const action = await handleError(chain[i], error, i);
      if (action === 'retry') {
        state.command_chain[i].status = 'pending';
        state.status = 'running';
        i--;  // Retry
      } else if (action === 'abort') {
        state.status = 'failed';
        Write(`${stateDir}/status.json`, JSON.stringify(state, null, 2));
        return { success: false, error: error.message };
      }
      // 'skip' - continue
      state.status = 'running';
    }
  }

  // Mark workflow as completed
  state.status = 'completed';
  state.updated_at = new Date().toISOString();
  Write(`${stateDir}/status.json`, JSON.stringify(state, null, 2));

  return { success: true, completed: chain.length, sessionId };
}

// Assemble Skill call with session/plan parameters
function assembleCommand(step, previousResult) {
  let args = step.args || '';
  if (!args && previousResult?.session_id) {
    args = `--session="${previousResult.session_id}"`;
  }
  return { skill: step.cmd, args };
}

// Update TODO: mark current as complete, next as in-progress
function updateTodoStatus(index, total, workflow, status) {
  const todos = getAllCurrentTodos();
  const updated = todos.map(todo => {
    if (todo.content.startsWith(`CCW:${workflow}:`)) {
      const stepNum = extractStepIndex(todo.content);
      if (stepNum === index + 1) return { ...todo, status };
      if (stepNum === index + 2 && status === 'completed') return { ...todo, status: 'in_progress' };
    }
    return todo;
  });
  TodoWrite({ todos: updated });
}

// Error handling: Retry/Skip/Abort
async function handleError(step, error, index) {
  const response = await AskUserQuestion({
    questions: [{
      question: `${step.cmd} failed: ${error.message}`,
      header: "Error",
      options: [
        { label: "Retry", description: "Re-execute" },
        { label: "Skip", description: "Continue next" },
        { label: "Abort", description: "Stop" }
      ]
    }]
  });
  return { Retry: 'retry', Skip: 'skip', Abort: 'abort' }[response.Error] || 'abort';
}

Execution Flow Summary

User Input
    |
Phase 1: Analyze Intent
    |-- Extract: goal, scope, constraints, task_type, complexity, clarity
    +-- If clarity < 2 -> Phase 1.5: Clarify Requirements
    |
Phase 2: Select Workflow & Build Chain
    |-- Map task_type -> Level (1/2/3/4/Issue)
    |-- Select flow based on complexity
    +-- Build command chain (Skill-based)
    |
Phase 3: User Confirmation (optional)
    |-- Show pipeline visualization
    +-- Allow adjustment
    |
Phase 4: Setup TODO Tracking & Status File
    |-- Create todos with CCW prefix
    +-- Initialize .workflow/.ccw/{session_id}/status.json
    |
Phase 5: Execute Command Chain
    |-- For each command:
    |   |-- Update status.json (current=running)
    |   |-- Assemble Skill call
    |   |-- Execute via Skill
    |   |-- Update status.json (current=completed, next=running)
    |   |-- Update TODO status
    |   +-- Handle errors (retry/skip/abort)
    +-- Mark status.json as completed

Pipeline Examples

Input Type Level Pipeline
"Add API endpoint" feature (low) 2 workflow-lite-plan → workflow-test-fix
"Fix login timeout" bugfix 2 workflow-lite-plan → workflow-test-fix
"Use issue workflow" issue-transition 2.5 workflow-lite-plan(plan-only) → convert-to-plan → queue → execute
"头脑风暴: 通知系统重构" brainstorm 4 workflow:brainstorm-with-file
"从头脑风暴创建 issue" brainstorm-to-issue 4 issue:from-brainstorm → issue:queue → issue:execute
"深度调试 WebSocket" debug-file 3 workflow:debug-with-file
"协作分析: 认证架构优化" analyze-file 3 workflow:analyze-with-file
"OAuth2 system" feature (high) 3 workflow-plan → workflow-execute → review-cycle → workflow-test-fix
"Implement with TDD" tdd 3 workflow-tdd → workflow-execute
"Uncertain: real-time" exploration 4 brainstorm → workflow-plan → workflow-execute → workflow-test-fix

Key Design Principles

  1. Main Process Execution - Use Skill in main process, no external CLI
  2. Intent-Driven - Auto-select workflow based on task intent
  3. Skill-Based Chaining - Build command chain by composing independent Skills
  4. Self-Contained Skills - 每个 Skill 内部处理完整流水线,是天然的最小执行单元
  5. Progressive Clarification - Low clarity triggers clarification phase
  6. TODO Tracking - Use CCW prefix to isolate workflow todos
  7. Error Handling - Retry/skip/abort at Skill level
  8. User Control - Optional user confirmation at each phase

State Management

Dual Tracking System

1. TodoWrite-Based Tracking (UI Display): All execution state tracked via TodoWrite with CCW: prefix.

// Initial state (rapid workflow: 2 steps)
todos = [
  { content: "CCW:rapid: [1/2] workflow-lite-plan", status: "in_progress" },
  { content: "CCW:rapid: [2/2] workflow-test-fix", status: "pending" }
];

// After step 1 completes
todos = [
  { content: "CCW:rapid: [1/2] workflow-lite-plan", status: "completed" },
  { content: "CCW:rapid: [2/2] workflow-test-fix", status: "in_progress" }
];

2. Status.json Tracking: Persistent state file for workflow monitoring.

Location: .workflow/.ccw/{session_id}/status.json

Structure:

{
  "session_id": "ccw-1706123456789",
  "workflow": "rapid",
  "status": "running|completed|failed|error",
  "created_at": "2025-02-01T10:30:00Z",
  "updated_at": "2025-02-01T10:35:00Z",
  "analysis": {
    "goal": "Add user authentication",
    "scope": ["auth"],
    "constraints": [],
    "task_type": "feature",
    "complexity": "medium"
  },
  "command_chain": [
    {
      "index": 0,
      "command": "workflow-lite-plan",
      "status": "completed"
    },
    {
      "index": 1,
      "command": "workflow-test-fix",
      "status": "running"
    }
  ],
  "current_index": 1
}

Status Values:

  • running: Workflow executing commands
  • completed: All commands finished
  • failed: User aborted or unrecoverable error
  • error: Command execution failed (during error handling)

Command Status Values:

  • pending: Not started
  • running: Currently executing
  • completed: Successfully finished
  • failed: Execution failed

With-File Workflows

With-File workflows provide documented exploration with multi-CLI collaboration. They are self-contained and generate comprehensive session artifacts.

Workflow Purpose Key Features Output Folder
brainstorm-with-file Multi-perspective ideation Gemini/Codex/Claude perspectives, diverge-converge cycles .workflow/.brainstorm/
debug-with-file Hypothesis-driven debugging Gemini validation, understanding evolution, NDJSON logging .workflow/.debug/
analyze-with-file Collaborative analysis Multi-round Q&A, CLI exploration, documented discussions .workflow/.analysis/

Detection Keywords:

  • brainstorm: 头脑风暴, 创意, 发散思维, multi-perspective, compare perspectives
  • debug-file: 深度调试, 假设验证, systematic debug, hypothesis debug
  • analyze-file: 协作分析, 深度理解, collaborative analysis, explore concept

Characteristics:

  1. Self-Contained: Each workflow handles its own iteration loop
  2. Documented Process: Creates evolving documents (brainstorm.md, understanding.md, discussion.md)
  3. Multi-CLI: Uses Gemini/Codex/Claude for different perspectives
  4. Built-in Post-Completion: Offers follow-up options (create plan, issue, etc.)

Usage

# Auto-select workflow
/ccw "Add user authentication"

# Complex requirement (triggers clarification)
/ccw "Optimize system performance"

# Bug fix
/ccw "Fix memory leak in WebSocket handler"

# TDD development
/ccw "Implement user registration with TDD"

# Exploratory task
/ccw "Uncertain about architecture for real-time notifications"

# With-File workflows (documented exploration with multi-CLI collaboration)
/ccw "头脑风暴: 用户通知系统重新设计"           # → brainstorm-with-file
/ccw "从头脑风暴 BS-通知系统-2025-01-28 创建 issue"  # → brainstorm-to-issue (bridge)
/ccw "深度调试: 系统随机崩溃问题"              # → debug-with-file
/ccw "协作分析: 理解现有认证架构的设计决策"     # → analyze-with-file